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Chapter and Conference Paper
A Piano Tune Generation Model Using Deep Learning
Among all signal streams, music is one of the most dominating signals. Due to this, the techniques used for extracting and reproducing musical structure have attracted the attention of many researchers around the...
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Chapter and Conference Paper
Machine Learning Techniques for the Diagnosis of Disc Disorders: Comparative Analysis
In recent years, machine learning (ML) techniques have emerged as leading solution providers in almost all real-world problems. Advancements in development of diagnostic procedures have been obtained while imp...
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Article
Classification of Gurumukhi month’s name images using various convolutional neural network optimizers
The Gurumukhi script has a complex structure for which text recognition based on an analytical approach can misinterpret the script. For error-free results in text recognition, the author has proposed a holist...
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Article
Convolutional neural network based hurricane damage detection using satellite images
Hurricanes are tropical storms that cause immense damage to human life and property. Rapid assessment of damage caused by hurricanes is extremely important for the first responders. But this process is usually...
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Chapter and Conference Paper
Thoracic Disease Chest Radiographic Image Dataset: A Comprehensive Review
Computer aided diagnosis (CAD) system uses an algorithm to analyze a medical image and interpret the abnormality from the image. CAD provides assistance to radiologists/doctor to assess and categorize the path...
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Chapter and Conference Paper
Skin Disease Diagnosis: Challenges and Opportunities
The skin acts as a protection barrier against environmental danger and foreign substances. Every year, thousands and millions of people are affected by skin disorders that may cause skin cancer at later stage....
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Chapter and Conference Paper
Trust Management Model in IoT: A Comprehensive Survey
The Internet of Things (IoT) is a network of interlinked objects, without the need for human involvement these interlinked objects that can gather and transmit
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Chapter and Conference Paper
Recent Trends in Image Processing Using Granular Computing
The purpose of this paper is to describe recent trends in image using granular computing. Granular computing is used to solve any type of problem with the help of granules. Granules are the key of granular com...
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Chapter and Conference Paper
Survey of Computer-Aided Diagnosis of Thyroid Nodules in Medical Ultrasound Images
In medical science, diagnostic imaging is an invaluable tool because of restricted observation of the specialist and uncertainties in medical knowledge. A thyroid ultrasound is a non-invasive imaging study use...